symbol
string
datetime
string
short_volume
int64
total_volume
int64
short_volume_ratio_exchange
float64
retail_short_ratio
float64
institutional_short_ratio
float64
market_maker_short_ratio
float64
ACHC
2024-09-27
483,287
977,656
0.648838
0.090689
0.848577
0.060734
ACHC
2024-10-04
442,490
899,311
0.444582
0.045291
0.907222
0.047487
ACHC
2024-10-11
312,749
533,011
0.585473
0.037808
0.893099
0.069093
ACHC
2024-10-18
497,057
1,034,784
0.550687
0.04458
0.947648
0.007772
ACHC
2024-10-25
236,559
635,322
0.352999
0.027491
0.966708
0.005801
ACHC
2024-11-01
504,012
1,200,293
0.437
0.019753
0.973589
0.006658
ACHC
2024-11-08
157,391
404,374
0.359814
0.029215
0.961392
0.009393
ACHC
2024-11-15
181,923
419,032
0.493168
0.024313
0.972147
0.00354
ACHC
2024-11-22
196,303
390,671
0.530459
0.035018
0.961853
0.003129
ACHC
2024-11-29
123,946
259,067
0.445701
0.035959
0.959814
0.004227
ACHC
2024-12-06
222,315
427,864
0.615549
0.03665
0.943091
0.020259
ACHC
2024-12-13
227,446
405,302
0.488919
0.052048
0.936103
0.011849
ACHC
2024-12-20
251,708
571,045
0.588572
0.02955
0.930199
0.040251
ACHC
2024-12-27
139,557
473,118
0.272932
0.078596
0.85682
0.064584
ACHC
2025-01-03
297,155
498,100
0.529938
0.021816
0.945349
0.032835
ACHC
2025-01-10
373,709
556,074
0.598587
0.030755
0.949855
0.01939
ACHC
2025-01-17
335,963
520,735
0.692305
0.049495
0.935333
0.015172
ACHC
2025-01-24
135,866
178,262
0.686748
0.033746
0.958667
0.007587
ACHC
2025-01-31
153,308
212,152
0.654163
0.024717
0.939154
0.036128
ACHC
2025-02-07
243,977
351,364
0.685995
0.038395
0.883521
0.078084
ACHC
2025-02-14
139,685
215,562
0.545745
0.032839
0.956553
0.010608
ACHC
2025-02-21
107,710
181,477
0.615612
0.054507
0.934642
0.010851
ACHC
2025-02-28
381,965
856,647
0.446736
0.04664
0.935888
0.017472
ACHC
2025-03-07
483,686
1,027,171
0.57198
0.042918
0.946073
0.011009
ACHC
2025-03-14
242,543
555,124
0.516732
0.04577
0.942394
0.011836
ACHC
2025-03-21
176,076
440,021
0.461175
0.048816
0.946363
0.004821
ACHC
2025-03-28
270,866
499,667
0.4669
0.034213
0.962627
0.00316
ACHC
2025-04-04
254,521
406,800
0.575955
0.020561
0.972212
0.007227
ACHL
2021-04-02
648,781
1,290,153
0.382372
0.690073
0.264443
0.045484
ACHL
2021-04-09
212,622
699,554
0.369423
0.648055
0.22436
0.127584
ACHL
2021-04-16
128,538
259,545
0.603228
0.807186
0.174351
0.018463
ACHL
2021-04-23
88,531
241,627
0.435423
0.879863
0.075059
0.045078
ACHL
2021-04-30
111,331
261,577
0.455218
0.871608
0.106309
0.022083
ACHL
2021-05-07
21,862
43,018
0.464397
0.850412
0.066823
0.082765
ACHL
2021-05-14
17,371
29,971
0.441854
0.672366
0.169039
0.158595
ACHL
2021-05-21
22,378
48,659
0.376929
0.682109
0.299423
0.018468
ACHL
2021-05-28
10,991
22,776
0.315086
0.810136
0.189864
0
ACHL
2021-06-04
5,781
16,341
0.34228
0.926957
0.071828
0.001215
ACHL
2021-06-11
10,932
30,833
0.295976
0.960175
0.039825
0
ACHL
2021-06-18
33,033
51,668
0.54196
0.928657
0.058624
0.01272
ACHL
2021-06-25
22,538
35,162
0.51805
0.895206
0.0841
0.020694
ACHL
2021-07-02
46,276
86,309
0.504496
0.759313
0.17887
0.061816
ACHL
2021-07-09
59,651
145,481
0.379018
0.867114
0.11863
0.014256
ACHL
2021-07-16
226,585
597,907
0.326167
0.922339
0.060201
0.01746
ACHL
2021-07-23
100,719
340,400
0.36713
0.905439
0.08904
0.005521
ACHL
2021-07-30
39,742
79,881
0.354017
0.777245
0.211559
0.011196
ACHL
2021-08-06
33,000
74,093
0.37535
0.914406
0.085594
0
ACHL
2021-08-13
1,967,571
3,723,563
0.554624
0.850984
0.14557
0.003446
ACHL
2021-08-20
128,338
300,948
0.480236
0.870762
0.128579
0.000659
ACHL
2021-08-27
125,419
254,334
0.581877
0.919354
0.079653
0.000993
ACHL
2021-09-03
94,926
218,617
0.535441
0.806107
0.168149
0.025744
ACHL
2021-09-10
91,347
169,507
0.584985
0.863743
0.07949
0.056767
ACHL
2021-09-17
104,269
251,565
0.447275
0.711096
0.221471
0.067433
ACHL
2021-09-24
650,448
1,191,362
0.406603
0.738205
0.22276
0.039036
ACHL
2021-10-01
1,382,136
2,466,895
0.681834
0.85396
0.129777
0.016263
ACHL
2021-10-08
574,196
1,193,702
0.521274
0.89818
0.092226
0.009594
ACHL
2021-10-15
754,722
1,485,017
0.515791
0.872272
0.115474
0.012253
ACHL
2021-10-22
504,853
1,249,212
0.42579
0.874096
0.106999
0.018904
ACHL
2021-10-29
779,909
1,210,177
0.653976
0.80203
0.101391
0.096579
ACHL
2021-11-05
562,776
878,481
0.724002
0.825144
0.139866
0.03499
ACHL
2021-11-12
474,868
778,337
0.683289
0.838253
0.139307
0.02244
ACHL
2021-11-19
300,578
981,576
0.469935
0.842899
0.13783
0.019272
ACHL
2021-11-26
219,583
471,744
0.580639
0.824132
0.160841
0.015027
ACHL
2021-12-03
213,219
357,049
0.658775
0.847033
0.130214
0.022753
ACHL
2021-12-10
279,670
510,799
0.457844
0.806018
0.174228
0.019754
ACHL
2021-12-17
141,819
465,258
0.502701
0.84543
0.107952
0.046618
ACHL
2021-12-24
151,254
334,713
0.588196
0.730844
0.174113
0.095043
ACHL
2021-12-31
62,707
167,966
0.446186
0.592066
0.300574
0.10736
ACHL
2022-01-07
75,165
231,557
0.334623
0.780132
0.177036
0.042832
ACHL
2022-01-14
53,087
127,875
0.490027
0.826613
0.131567
0.04182
ACHL
2022-01-21
120,647
228,674
0.61929
0.816404
0.171719
0.011877
ACHL
2022-01-28
50,968
195,215
0.342614
0.551852
0.397337
0.050811
ACHL
2022-02-04
22,683
247,696
0.420729
0.736327
0.188041
0.075633
ACHL
2022-02-11
21,964
95,927
0.369802
0.652743
0.30047
0.046788
ACHL
2022-02-18
34,986
114,099
0.412554
0.848122
0.107875
0.044002
ACHL
2022-02-25
5,485
22,132
0.241341
0.927448
0.072181
0.000371
ACHL
2022-03-04
22,491
139,838
0.380087
0.823741
0.137568
0.038692
ACHL
2022-03-11
25,305
83,566
0.32369
0.988222
0.011778
0
ACHL
2022-03-18
56,763
275,105
0.35272
0.888205
0.110026
0.001769
ACHL
2022-03-25
111,385
211,486
0.447
0.8085
0.19149
0.00001
ACHL
2022-04-01
353,979
587,811
0.538559
0.861774
0.137845
0.000381
ACHL
2022-04-08
821,757
1,299,661
0.683495
0.870036
0.126815
0.003149
ACHL
2022-04-15
745,744
1,277,704
0.664984
0.91644
0.080062
0.003498
ACHL
2022-04-22
175,413
332,738
0.674126
0.817577
0.167741
0.014682
ACHL
2022-04-29
113,353
426,208
0.387745
0.69442
0.273307
0.032274
ACHL
2022-05-06
178,858
354,197
0.487128
0.844295
0.124691
0.031015
ACHL
2022-05-13
147,840
255,406
0.710623
0.862949
0.119941
0.017111
ACHL
2022-05-20
62,052
168,230
0.518494
0.793607
0.179461
0.026932
ACHL
2022-05-27
85,625
163,553
0.5818
0.886669
0.081836
0.031495
ACHL
2022-06-03
47,752
117,607
0.476803
0.87277
0.094763
0.032467
ACHL
2022-06-10
81,589
262,560
0.454755
0.800638
0.163443
0.035919
ACHL
2022-06-17
70,978
187,597
0.513427
0.737009
0.223244
0.039746
ACHL
2022-06-24
16,094
46,309
0.384816
0.943974
0.035939
0.020087
ACHL
2022-07-01
21,744
72,134
0.402388
0.792037
0.094858
0.113105
ACHL
2022-07-08
107,721
266,867
0.520765
0.828454
0.137177
0.034369
ACHL
2022-07-15
13,506
252,327
0.314647
0.839796
0.137206
0.022998
ACHL
2022-07-22
81,249
271,997
0.436547
0.600119
0.383136
0.016745
ACHL
2022-07-29
20,274
48,506
0.365565
0.839795
0.160205
0
ACHL
2022-08-05
74,107
160,332
0.474011
0.830311
0.165279
0.004411
ACHL
2022-08-12
32,319
103,756
0.370868
0.875467
0.120134
0.004399